"Understanding the concept of dependency" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Publishes what an AI made — a page, a markdown or PDF doc, or a whole site — to a live HTTPS link. Runs locally over stdio from the @drop2run/mcp npm package, or hosted at https://mcp.dropto.run/mcp for chats that connect by URL.
Writes your daily standup from GitLab or GitHub merge request state: what's ready, blocked or waiting on your review, and why a pipeline is red, read from the failing job log. OAuth sign-in, no API keys; can post the note to Slack, Discord or Google Chat on a schedule.
Cloud Macs with Xcode for AI agents: run commands, build and test iOS apps, see and use the screen.
The 9apes MCP server lets an AI assistant read the GitHub Actions data 9apes already collects for your organization: runs, jobs, steps, and their durations. Ask it why a build got slower, which jobs take the longest, or how this week compares with last week. It is read-only. It cannot start, cancel, or change jobs, runners, billing, or account settings.
Codebahn is the private GitHub alternative: fast Git and CI for developers and teams.
ToolYour is a remote MCP harness for AI agents: plan work, run playbooks or solve goals, and verify until checks pass. Primary jobs are ship-gate, SEO audits, and security audits. Developers call the same capabilities through REST; people smoke-check tools in the browser. MCP and REST share one API key and monthly credit quota.
Finds the GitHub Actions workflow eating your CI bill and suggests fix diffs, verified against runs.
Now part of GAIP Diagnose: diagnoses failed agent or API calls (gaip_diagnose).
API documentation drifts away from the running service, so consumers integrate against a contract nobody keeps. Routebase keeps API design, testing, mocking and documentation on one living source of truth, and this MCP server exposes that workspace to AI agents. Agents can design endpoints, write and run test suites, manage mock servers and publish documentation, always under the permissions of the connected Routebase account.
Let Claude and ChatGPT publish real websites — iterate in previews, keep the good one.
A deterministic verification engine for agents. Proves a fix: fails on the old code, passes on new.
Check if a repo will deploy, plan a deploy to your own cloud, and see status, logs and redeploys.
Ship over-the-air updates for Capacitor apps: publish releases after your approval, control staged rollouts, read rollout health, and revert.
Manage CI/CD pipelines, debug failed builds, and optimize test suites directly from your AI tools and agents - no terminal required. The CircleCI MCP Server is a remote server hosted by CircleCI that connects AI tools and agents directly to your CI/CD pipelines, giving you a conversational interface to the same pipeline, workflow, job, and artifact data you'd normally reach through the CircleCI CLI or dashboard.
- AloofOAuthsi.aloof.mcp
The self-driving cloud: deploy, debug and scale backends from Claude, ChatGPT or Cursor. Auto-rollback included.
Claude Code / MCP skills for the dev pipeline: discover, spec, design, build, ship, operate.
GitLab MCP — wraps the GitLab REST API v4 (BYO API key)
GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)
Multi-CI security scanner with a live threat-intel feed of compromised CI components
Deploy and host the apps your AI assistant builds — a real server, database, and shareable URL.
